# # Copyright (c) 2021 Airbyte, Inc., all rights reserved. # import sys import time import backoff from base_python.cdk.streams.exceptions import DefaultBackoffException, UserDefinedBackoffException from base_python.logger import AirbyteLogger from requests import codes, exceptions TRANSIENT_EXCEPTIONS = (DefaultBackoffException, exceptions.ConnectTimeout, exceptions.ReadTimeout, exceptions.ConnectionError) # TODO inject singleton logger? logger = AirbyteLogger() def default_backoff_handler(max_tries: int, factor: int, **kwargs): def log_retry_attempt(details): _, exc, _ = sys.exc_info() logger.info(str(exc)) logger.info(f"Caught retryable error after {details['tries']} tries. Waiting {details['wait']} seconds then retrying...") def should_give_up(exc): # If a non-rate-limiting related 4XX error makes it this far, it means it was unexpected and probably consistent, so we shouldn't back off give_up = exc.response is not None and exc.response.status_code != codes.too_many_requests and 400 <= exc.response.status_code < 500 if give_up: logger.info(f"Giving up for returned HTTP status: {exc.response.status_code}") return give_up return backoff.on_exception( backoff.expo, TRANSIENT_EXCEPTIONS, jitter=None, on_backoff=log_retry_attempt, giveup=should_give_up, max_tries=max_tries, factor=factor, **kwargs, ) def user_defined_backoff_handler(max_tries: int, **kwargs): def sleep_on_ratelimit(details): _, exc, _ = sys.exc_info() if isinstance(exc, UserDefinedBackoffException): retry_after = exc.backoff logger.info(f"Retrying. Sleeping for {retry_after} seconds") time.sleep(retry_after + 1) # extra second to cover any fractions of second def log_give_up(details): _, exc, _ = sys.exc_info() logger.error(f"Max retry limit reached. Request: {exc.request}, Response: {exc.response}") return backoff.on_exception( backoff.constant, UserDefinedBackoffException, interval=0, # skip waiting, we'll wait in on_backoff handler on_backoff=sleep_on_ratelimit, on_giveup=log_give_up, jitter=None, max_tries=max_tries, **kwargs, )